Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-22 0.123851 0.134314 0.145560 0.158599 0.173368 0.189654 0.209080
2025-06-29 0.102429 0.116333 0.132319 0.152266 0.176786 0.206348 0.245320
2025-07-06 0.089758 0.105275 0.123988 0.148635 0.180895 0.222672 0.282615
2025-07-13 0.083703 0.100862 0.122415 0.152179 0.193420 0.250549 0.339680
2025-07-20 0.079518 0.098045 0.122146 0.156852 0.207497 0.282257 0.408955
2025-07-27 0.075978 0.095546 0.121786 0.161003 0.220999 0.315033 0.487958
2025-08-03 0.072791 0.093124 0.121129 0.164403 0.233543 0.348254 0.577020
2025-08-10 0.068818 0.089229 0.117939 0.163502 0.238929 0.370203 0.651281
2025-08-17 0.063867 0.083572 0.111693 0.157158 0.234339 0.373399 0.687429
2025-08-24 0.060386 0.079784 0.107895 0.154259 0.235146 0.386584 0.750024
2025-08-31 0.057898 0.077270 0.105798 0.153851 0.240181 0.408766 0.842350
2025-09-07 0.055835 0.075243 0.104270 0.154187 0.246525 0.434751 0.955658
2025-09-14 0.052316 0.070894 0.098930 0.147723 0.239549 0.431605 0.987762
2025-09-21 0.049461 0.067426 0.094800 0.143067 0.235630 0.434843 1.042358
2025-09-28 0.047172 0.064713 0.091715 0.139994 0.234483 0.444319 1.122760
2025-10-05 0.046361 0.064233 0.092194 0.143309 0.246696 0.488508 1.353335
2025-10-12 0.045783 0.064077 0.093176 0.147612 0.261614 0.543727 1.677228
2025-10-19 0.045139 0.063771 0.093872 0.151422 0.276053 0.602229 2.084568
2025-10-26 0.044406 0.063277 0.094200 0.154536 0.289415 0.662219 2.588808
2025-11-02 0.043071 0.061734 0.092613 0.153712 0.293351 0.694675 2.981326
2025-11-09 0.041027 0.058940 0.088695 0.147898 0.284421 0.683116 3.051158
2025-11-16 0.039594 0.057108 0.086396 0.145238 0.283065 0.697099 3.349590
2025-11-23 0.038592 0.055957 0.085250 0.144863 0.287445 0.732566 3.910257